recurrence-prevention SKILL.md skillA

recurrence-prevention from uzysjung/uzys-agent-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add uzysjung/uzys-agent-harness/recurrence-prevention@git:20260927.7ff1996

Pins git:20260927.7ff1996 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
uzysjung/uzys-agent-harness
Path
templates/skills/recurrence-prevention/SKILL.md
Versions recorded
5
Latest version
git:20260927.7ff1996, committed Sep 27, 2026
First version recorded
Sep 13, 2026
Size
21,374 bytes
Repository stars
3
License
MIT

Verifies reported or detected recurrence against prior evidence and repairs or replaces the failed countermeasure, choosing a proportionate record, rule, code fix, or structural gate. Use for "재발했어", "같은 실수 또 했네", "재발방지 대책 등록해줘", "재발방지 룰 만들어", recurring failures, failed safeguards, or recurrence-focused postmortems. Complex cases use multi-persona countermeasure design. Not for ordinary first-time defects or general harness audits; do not create a standing rule from an unverified first…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Recurrence Prevention (재발방지)

A defect that happens once is a bug. A defect that happens **twice is a countermeasure failure** —
whatever was supposed to prevent the second occurrence (a mental note, a memory entry, a rule)
demonstrably did not. So on a recurrence, the unit of work is not the fix (you already know the
fix — you applied it last time). The unit of work is the **countermeasure**: re-evaluate the cause
analysis and whatever was supposed to prevent this, repair or replace it, and reach for a more
deterministic mechanism only when repairing the existing one cannot suffice. **A recurrence is
evidence for that re-evaluation, not an order to add a level.**

This skill codifies a practice proven in the harness repo that ships it: the no-false-ship rule
was created only after the *third* false-ship incident; CHANGELOG drift survived a written
convention for seven releases and stopped only when a test gate enforced it; comment warnings
against hardcoded-list drift failed twice before "derive to a single source" became mandatory.
The pattern is consistent: **each enforcement level fails in a characteristic way, and when one
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add uzysjung/uzys-agent-harness/recurrence-prevention@sha256:46614922e61e7923

The line at the top of this page pins the label git:20260927.7ff1996, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xkyto343sl7negtw.svg)](https://markdownregistry.com/a/art_xkyto343sl7negtw)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 13, 2026 and Sep 27, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20260927.7ff1996 latest2026-09-27 7ff1996 21,374 BA view · diff
git:20260920.d1093132026-09-20 d109313 21,900 BA view · diff
git:20260920.2c17d352026-09-20 2c17d35 21,125 BA view · diff
git:20260920.4f13f6d2026-09-20 4f13f6d 19,252 BA view · diff
git:20260913.2b1286f2026-09-13 2b1286f 19,254 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (21374 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

uzysjung/uzys-agent-harness · 3 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xkyto343sl7negtw
GET https://markdownregistry.com/api/v1/resolve?ref=uzysjung/uzys-agent-harness/recurrence-prevention
GET https://markdownregistry.com/api/v1/blob/46614922e61e79235493c80664da2f9e7d95d034c58c9a646b948a7c2a1f70b2

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from uzysjung/uzys-agent-harness

CLAUDE.md@.claude CLAUDE.md file
uzysjung/uzys-agent-harness · .claude/CLAUDE.md
git:20260920.4f13f6d · audit A · 3 stars
audit-harness-fit SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/audit-harness-fit/SKILL.md · Improve agent instructions and skills for autonomous, productive delivery with verifiable quality. Resolve needless…
git:20261012.88096fe · audit A · 3 stars
audit-service-gaps SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/audit-service-gaps/SKILL.md · Audits the observable gaps between a service as it is today and an explicit target state, then researches how reference…
git:20260913.d34c425 · audit A · 3 stars
compaction-handoff SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/compaction-handoff/SKILL.md · Create a compact, reconstructible checkpoint immediately before context compaction. Persist only durable facts and…
git:20260913.a125453 · audit A · 3 stars
external-model-consult SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/external-model-consult/SKILL.md · Uses bundled CLI wrappers for Gemini Korean copywriting/polishing and different-model critiques of designs, plans, or…
git:20261011.510aa0b · audit B · 3 stars
gh-issue-workflow SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/gh-issue-workflow/SKILL.md · Runs work through GitHub Issues so the user and the agent can see the same backlog: normalize an incoming request into…
git:20260817.f6f0c9c · audit A · 3 stars
model-orchestration SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/model-orchestration/SKILL.md · Select models, reasoning effort, and delegation boundaries for a task. Use when choosing direct execution versus…
git:20261011.510aa0b · audit A · 3 stars
multi-persona-review SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/multi-persona-review/SKILL.md · A panel-review skill that critiques ONE artifact (launch post, README, doc, markdown, plan, design) via 3-5 disjoint…
git:20260809.41b1eda · audit A · 3 stars
north-star SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/north-star/SKILL.md · Defines and enforces a project's long-term direction (North Star Statement, metric-as-proxy NSM, strategic Pillars with…
git:20260830.f31c1d9 · audit A · 3 stars
objective-brief SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/objective-brief/SKILL.md · Rewrite work about to be delegated, designed, or run over several steps into the canonical XML brief — objective…
git:20261014.0ec0829 · audit A · 3 stars
recurrence-prevention SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/recurrence-prevention/SKILL.md · When the same defect, mistake, or incident happens AGAIN — a recurrence, not a one-off — verify it against prior…
git:20260920.d109313 · audit A · 3 stars
user-centered-explanation SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/user-centered-explanation/SKILL.md · 개발 중 문제·변경안·선택지를 사용자 행동과 결과의 관점에서, 사용자의 언어로 설명한다. 맥락·원인·대안·추천 이유를 연결하고, UI/UX 변경은 필요한 화면·문구·동작의 전후 차이를 보여준다. 사용자가 "뭔…
git:20260920.4f13f6d · audit A · 3 stars

Every file in uzysjung/uzys-agent-harness

Other files named recurrence-prevention

recurrence-prevention SKILL.md skill
uzysjung/uzys-agent-harness · .claude/skills/recurrence-prevention/SKILL.md · When the same defect, mistake, or incident happens AGAIN — a recurrence, not a one-off — verify it against prior…
git:20260920.d109313 · audit A · 3 stars

Browse by kind, by grade A, or by owner.